MCP connectors
octocode
Code research for agents, with the evidence shown
★ 912
August 2026
MIT
MCP connectors
What it does
One toolset over both your local workspace and external sources — GitHub repos, PRs, npm — combining ripgrep, AST search, directory trees, precise reads and LSP, available as a CLI or an MCP server with a Rust engine underneath for speed on large repositories. Used from an agent, the excerpts it pulls go to that model, and its GitHub access runs on your credentials, so scope the token narrowly. MIT.
Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.
Screenshots & visuals
Before you start
- Setup difficultySome setup needed
- Command lineRequired
- API keyRequired
- Sends data onlineYes
Judged automatically from the project's own metadata. Always confirm on the official page.
octocode FAQ
- Is octocode free?
- octocode itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.
- Do I need to install anything or write code to use octocode?
- It connects to an MCP-capable AI app such as Claude. It does not run on its own.
- Does octocode work on a phone?
- No. It needs a computer.
- Can I use octocode commercially?
- The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.
How it compares
The conditions that decide whether you can actually use it, side by side.
| Tool | Command line | API key | Sends data out | Phone | Commercial use |
|---|---|---|---|---|---|
| octocode (this page) | Required | Required | Yes | No | Yes |
| MCP Servers | Required | Not needed | Yes | No | Yes |
| Context7 | Required | Not needed | Yes | No | Yes |
| Chrome DevTools MCP | Required | Not needed | Yes | No | Yes |
"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.